Download Beyond Multiple Linear Regression: Applied Generalized Linear Models And Multilevel Models in R Textbook(pdf, 436 pages 3.3 mb)

Download Beyond Multiple Linear Regression: Applied Generalized Linear Models And Multilevel Models in R Textbook(pdf, 436 pages 3.3 mb)

Beyond Multiple Linear Regression: Applied Generalized Linear Models and Multilevel Models in R is designed for undergraduate students who have successfully completed a multiple linear regression course, helping them develop an expanded modeling toolkit that includes non-normal responses and correlated structure. Even though there is no mathematical prerequisite, the authors still introduce fairly sophisticated topics such as likelihood theory, zero-inflated Poisson, and parametric bootstrapping in an intuitive and applied manner.

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Download Beyond Multiple Linear Regression: Applied Generalized Linear Models And Multilevel Models in R Textbook